TOWARDS OPTIMAL SPACE-TIME DISCRETIZATION FOR REACHABLE SETS OF NONLINEAR CONTROL SYSTEMS

被引:0
|
作者
Rieger, Janosch [1 ]
Wawryk, Kyria [1 ]
机构
[1] Monash Univ, Melbourne, Vic, Australia
来源
JOURNAL OF COMPUTATIONAL DYNAMICS | 2024年 / 11卷 / 02期
关键词
Reachable sets; control systems; numerical approximation; efficient discretization; Euler's method; EULER SCHEME; APPROXIMATION; OPTIMIZATION; CONVERGENCE; STABILITY;
D O I
10.3934/jcd.2023013
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Reachable sets of nonlinear control systems can in general only be approximated numerically, and these approximations are typically very expensive to compute. In this paper, we explore a strategy for choosing the temporal and spatial discretizations of Euler's method for reachable set computation in a non-uniform way to improve the performance of the method.
引用
收藏
页码:153 / 173
页数:21
相关论文
共 50 条
  • [1] A SPACE-TIME FRACTIONAL OPTIMAL CONTROL PROBLEM: ANALYSIS AND DISCRETIZATION
    Antil, Harbir
    Otarola, Enrique
    Salgado, Abner J.
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2016, 54 (03) : 1295 - 1328
  • [2] On Convexity of Small-time Reachable Sets of Nonlinear Control Systems
    Gusev, M., I
    Osipov, I. O.
    APPLICATION OF MATHEMATICS IN TECHNICAL AND NATURAL SCIENCES, 2019, 2164
  • [3] Bounds on the reachable sets of nonlinear control systems
    Scott, Joseph K.
    Barton, Paul I.
    AUTOMATICA, 2013, 49 (01) : 93 - 100
  • [4] Space-time discretization for nonlinear parabolic systems with p-structure
    Berselli, Luigi C.
    Ruzicka, Michael
    IMA JOURNAL OF NUMERICAL ANALYSIS, 2022, 42 (01) : 260 - 299
  • [5] On external estimates for reachable sets of nonlinear control systems
    Gusev, M. I.
    TRUDY INSTITUTA MATEMATIKI I MEKHANIKI URO RAN, 2011, 17 (01): : 60 - 69
  • [6] On external estimates for reachable sets of nonlinear control systems
    Gusev, M. I.
    PROCEEDINGS OF THE STEKLOV INSTITUTE OF MATHEMATICS, 2011, 275 : 57 - 67
  • [7] Reachable Sets of Nonlinear Control Systems: Estimation Approaches
    Filippova, Tatiana F.
    LARGE-SCALE SCIENTIFIC COMPUTING (LSSC 2019), 2020, 11958 : 510 - 517
  • [8] On external estimates for reachable sets of nonlinear control systems
    M. I. Gusev
    Proceedings of the Steklov Institute of Mathematics, 2011, 275 : 57 - 67
  • [9] Optimal boundary control of the unsteady Burgers equation with simultaneous space-time discretization
    Karasozen, B.
    Yilmaz, F.
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2014, 35 (04): : 423 - 434
  • [10] Towards optimal space-time coding
    Aktas, D
    El Gamal, H
    Fitz, MP
    THIRTY-SIXTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS - CONFERENCE RECORD, VOLS 1 AND 2, CONFERENCE RECORD, 2002, : 1137 - 1141